Fairness of external ESG assessments: the financial foundation of non-financial reports
https://doi.org/10.55959/MSU0130-0105-6-60-5-11
Abstract
The article focuses on developing the solution to address the crucial issue of ensuring the fairness of external corporate ESG assessments. The research justifies the importance of financial metrics for assessing non-financial business aspects and the applicability of the KRESG index model, which reflects the level of a company’s exposure to technogenic ESG risks based solely on data from its financial statements. The proposed methodology aims to increase the objectivity and independence of ESG assessments conducted by external parties. The study is based on primary data aggregated by the author, including the values of financial reporting metrics and ratings from leading international ESG agencies (S&P and Sustainalytics), for 55 prominent public companies operating in the global energy sector and located in 20 different jurisdictions. The research methodology is based on regression and multivariate analysis, utilizing non-parametric testing and econometric modeling techniques. The study is based on an independent sample and verifies its components with validated statistical analysis tools, which ensures the authenticity and reliability of conclusions and judgments derived. The scientific novelty of the findings lies in evaluating the applicability of a proposed index model for assessing the degree of corporate exposure to ESG risks for companies operating in the international hydrocarbon energy market, based on companies’ financial data. The findings of this study expand and enhance the body of empirical knowledge, increasing the practical applicability and objectivity of third-party rating assessments of a company’s ability to withstand risks related to technogenic ESG issues. The findings will be of value for socially responsible investors in their decision-making process while selecting sustainable financing options, as well as to economists seeking to develop optimal algorithms for third-party ratings that ensure reliable and objective analysis results that may form the basis for futher research in this field.
References
1. Abramov, O. V. (2023). Some solutions to the problem of technogenic risk management. Reliability and quality of complex systems, (1), 13–22. https://doi.org/10.21685/2307-4205-2023-1-2.
2. Aray, Y. N., Bogatyreva, K. A., & Verkhovskaya, O. R. (2023). Sustainability orientation of entrepreneurs: From intentions to actions. Russian Management Journal, 21(2), 143–163. https://doi.org/10.21638/spbu18.2023.201.
3. Artemiev, V. B., Rudenko, Yu. F., Levin, S. E., Kurpatov, O. V., & Senatorov, M. Yu. (2024). Integratedmonitoring of the state of production processes, industrial and environmental safetyof hazardous production facilities. Part 1. Environmental risks in industry. Ways of riskminimization. Ugol’, 1179(4), 63–69. https://doi.org/10.18796/0041-5790-2024-4-63-69.
4. Bagrova, L. A., Bokov, V. A., & Mazinov, A. S. -A. (2012). Dangerous man-made disasters in energy as environmental risk factors. Scientific notes of the Crimean Federal University named after V. I. Vernadsky. Geography. Geology, 25(64) (2), 9–19.
5. Bataeva, B. S., Kokurina, A. D., & Karpov, N. A. (2021). The impact of ESG reporting on the financial performance of Russian public companies. The Manager, 12(6), 20–32. https://doi.org/10.29141/2218-5003-202112-6-2.
6. Belik, I. S., Dutsinin, A. S., & Nikulina, N. L. (2022). Financial state and investment attractiveness of Russian public companies: The effect of ESG factors. The Manager, 13(6), 44–55. https://doi.org/10.29141/2218-5003-2022-13-6-4.
7. Chibisov, D. M. (2009). Lectures on the asymptotic theory of rank criteria. Lecture courses of the REC. Issue 14. M., V. A. Steklov Mathematical Institute of the Russian Academy of Sciences.
8. Efimova, E., Maltsev, A., & Chupina, D. (2023). Green agenda in the modern practice of countries and regions: In search of a unified approach. St Petersburg University Journal of Economic Studies, 39(1), 55–72. https://doi.org/10.21638/spbu05.2023.103.
9. Fedorova, E. A., Afanas’ev, D. O., Nersesyan, R. G., & Ledyaeva, S. V. (2020). Impact of non-financial information on key fi nancial indicators of Russian companies. The Journal of the New Economic Association, 2(46), 73–96. https://doi.org/10.31737/2221-2264-2020-46-2-4.
10. Kuznetsov, A. S., & Kortelev, O. B. (2006). Effi ciency of mining production under conditions of technogenic risk. Bulletin of the Kuzbass State Technical University, (1), 149–152.
11. Lazaryan, S. S., Nikonov, I. V., & Khachatryan, A. V. (2021). Evolution, basic concepts and experience of ESG regulation: Report of the NIFI of the Ministry of Finance of the Russian Federation. M.: NIFI Minfina.
12. Latkin, M. A., Nesterova, N. V., Shaptala, V. G., & Radoutskiy, V. Yu. (2017). Selection of measures to respond to technogenic risks of the enterprise. Bulletin of the Belgorod State Technological University named after V. G. Shukhov, (4), 145–149. https://doi.org/10.12737/article_58e613385da1c5.50747934.
13. Orlov, A. I. (2014). Wilcoxon’s two-choice criterion is an analysis of two myths. KubGAU Scientific Journal, 10, 1–21.
14. Podavalov, I. Yu. (2008). Analysis of methods for calculating technogenic risk during operation of main gas pipelines. Notes of the Mining Institute, 178, 82–85.
15. Redina, M. M., & Khaustov, A. P. (2012). Forecast of technogenic risks of geological environment pollution by petroleum hydrocarbons. Expositsiya Neft Gas, 6(24), 17–20.
16. Rodchenkov, M. V. (2022). Problems of users’ perception of fi nancial statements according to international standards. Russian Management Journal, 20(3), 319–341. https://doi.org/10.21638/spbu18.2022.301.
17. Rodchenkov, M. V., & Suyts, V. P. (2021). Problems and specifi cs of the convergence of national accounting systems under the influence of IFRS. Moscow University Economic Bulletin, (4), 29–48. https://doi.org/10.38050/01300105202142.
18. Rodchenkov, M. V., & Suyts, V. P. (2022). Improving the informational quality of international financial reporting (using the example of the additional indicative reports). Finance, Money, Investments, (4), 8–14. https://doi.org/10.36992/2222-0917_2022_4_8.
19. Shtefan, M. A., & Zotova, Ya. N. (2024). The impact of the form of nonfi nancial reporting on market capitalization of Russia’s and foreign companies. Lomonosov Economics Journal, 59(1), 122–145. https://doi.org/10.55959/MSU0130-0105-6-59-1-6.
20. Sitnik, A. A. (2022). “Green” finance: concept and system. Actual problems of Russian law, 17(2), 63–80. https://doi.org/10.17803/1994-1471.2022.135.2.063-080.
21. Storchevoy, M. A., Murach, А. А., & Gaete Sepulveda, М. А. (2024). Divergence of ESG Ratings: International and Russian Experience. Ekonomicheskaya Politika, 19(4), 84–121. https://doi.org/10.18288/1994-5124-2024-4-84-121.
22. Yurak, V. V., & Ignatyeva, M. N. (2022). Economic valuation: from natural resources to ecosystem services. Moscow University Economic Bulletin, (6), 65–99. https://doi.org/10.38050/01300105202264.
23. Aldieri, L., Amendola, A., & Candila, V. (2023). The Impact of ESG Scores on Risk Market Performance. Sustainability, 15, Article 7183. https://doi.org/10.3390/su15097183.
24. Aras, G., & Crowther, D. (2008). Governance and Sustainability: An Investigation into the Relationship between Corporate Governance and Corporate Sustainability. Management Decision, 46, 433–448. http://dx.doi.org/10.1108/00251740810863870.
25. Arvidsson, S., & Dumay, J. (2022). Corporate ESG reporting quantity, quality and performance: Where to now for environmental policy and practice? Business Strategy and the Environment, 31(3), 1091–1110. https://doi.org/10.1002/bse.2937.
26. Aureli, S., Gigli, S., Medei, R., & Supino, E. (2020). The value relevance of environmental, social, and governance disclosure: Evidence from Dow Jones Sustainability World Index listed companies. Corporate Social Responsibility and Environmental Management, 27(1), 43–52. https://doi.org/10.1002/csr.1772.
27. Bebbington, J., & Unerman, J. (2020). Advancing research into accounting and the UN Sustainable Development Goals. Accounting, Auditing & Accountability Journal, 33(7), 1657–1670. https://doi.org/10.1108/AAAJ-05-2020-4556.
28. Ben-Eli, M. U. (2018). Sustainability: defi nition and five core principles, a systems perspective. Sustainability Science, 13, 1337–1343. https://doi.org/10.1007/s11625-018-0564-3.
29. Berg, F., Kølbel, J., & Rigobon, R. (2019). Aggregate confusion: The divergence of ESG ratings (MIT Sloan Research Paper No. 5822-19). Forthcoming Review of Finance (August 15). http://dx.doi.org/10.2139/ssrn.3438533.
30. Bifulco, G. M., Savio, R., Paolone, F., & Tiscini, R. (2023). The CSR committee as moderator for the ESG score and market value. Corporate Social Responsibility and Environmental Management, 1–11. https://doi.org/10.1002/csr.2549.
31. Billio, M., Costola, M., Hristova I., Latino, C., & Pelizzon, L. (2021). Inside the ESG ratings: (Dis)agreement and performance. Corporate Social Responsibility and Environmental Management, 28(5), 1426–1445. https://doi.org/10.1002/csr.2177.
32. Boiral, O. (2013). Sustainability reports as simulacra? A counter-account of a and a+ GRI reports. Accounting, Auditing & Accountability Journal, 23(7), 1036–1071. https://doi.org/10.1108/AAAJ-04-2012-00998.
33. Caruana, J., & Dabbicco, G. (2022). New development: The role of the accountancy profession in saving our planet. Public Money & Management, 42(7), 534–537. https://doi.org/10.1080/09540962.2022.2073062.
34. Cauthorn, T., Dumrose, M., Eckert, J., Klein, C., & Zwergel, B. (2023). Rating changes revisited: New evidence on short-term ESG momentum. Finance Research Letters, 54, Article 103703. https://doi.org/10.1016/j.frl.2023.103703.
35. Charlo, M. J., Moya, I., & Munoz, A. M. (2017). Financial performance of socially responsible firms: The shortand long-term impact. Sustainability, 9(9), Article 1622. https://doi.org/10.3390/su9091622.
36. Chatterji, A., Levine, D. I., & Toff el, M. W. (2009). How Well Do Social Ratings Actually Measure Corporate Social Responsibility? Journal of Economics & Management Strategy, 18(1), 125–169. doi:10.1111/j.1530-9134.2009.00210.x.
37. Chatterji, A. K., Durand, R., Levine, D. I., & Touboul, S. (2016). Do ratings of firms converge? Implications for managers, investors and strategy researchers. Strategic Management Journal, 37, 1597–1614. https://doi.org/10.1002/smj.2407.
38. Cohen, S. (2022). Debate: Climate change, environmental challenges, sustainable development goals and the relevance of accounting. Public Money & Management, 42(2), 55–56. https://doi.org/10.1080/09540962.2021.1986957.
39. Cohen, S., Manes Rossi, F., & Brusca, I. (2023) Are SDGs being translated into accounting terms? Evidence from European cities. Public Money & Management, 43(7), 669– 678. https://doi.org/10.1080/09540962.2023.2243543.
40. Deegan, C. (2002). Introduction: The legitimising eff ect of social and environmental disclosures — A theoretical foundation. Accounting, Auditing & Accountability Journal, 15(3), 282–311. https://doi.org/10.1108/09513570210435852.
41. Diez-Cañamero, B., Bishara, T., Otegi-Olaso, J., Minguez, R., & Fernández, J. (2020). Measurement of Corporate Social Responsibility: A Review of Corporate Sustainability Indexes, Rankings and Ratings. Sustainability, 12, Article 2153. https://doi.org/10.3390/su12052153.
42. Dobrick, J., Klein, C., & Zwergel, B. (2023). Size bias in Refi nitiv ESG data. Finance Research Letters, 55 (Part B), Article 104014. https://doi.org/10.1016/j.frl.2023.104014.
43. Dorfleitne, G., Halbritter, G., & Nguyen, M. (2015). Measuring the level and risk of corporate responsibility — An empirical comparison of diff erent ESG rating approaches. Journal of Asset Management, 16, 450–466. https://doi.org/10.1057/jam.2015.31.
44. Drempetic, S., Klein, C., & Zwergel, B. (2020). The infl uence of fi rm size on the ESG score: corporate sustainability ratings under review. Journal of Business Ethics, 167(2), 7 333–360. https://doi.org/10.1007/s10551-019-04164-1.
45. Dumrose, M., Rink, S., & Eckert, J. (2022). Disaggregating confusion? The EU Taxonomy and its relation to ESG rating. Finance Research Letters, 48, Article 102928. https://doi.org/10.1016/j.frl.2022.102928.
46. Escrig-Olmedo, E., Fernandez-Izquierdo, M., Ferrero-Ferrero, I., Rivera-Lirio, J., & Muñoz-Torres, M. (2019). Rating the raters: Evaluating how ESG rating agencies integrate sustainability principles. Sustainability, 11(3), Article 915. https://doi.org/10.3390/su11030915.
47. Galant, A., & Cadez, S. (2017). Corporate social responsibility and fi nancial performance relationship: A review of measurement approaches. Economic Research-Ekonomska Istraživanja, 30, 676–693. https://doi.org/10.1080/1331677X.2017.1313122.
48. Garcia-Meca, E., & Martinez-Ferrero, J. (2021). Is SDG reporting substantial or symbolic? An examination of controversial and environmentally sensitive industries. Journal of Cleaner Production, 298(126781), 1–17. https://doi.org/10.1016/j.jclepro.2021.126781.
49. García-Sánchez, I. M., Hussain, N., Khan, S. A., & Martínez-Ferrero, J. (2021). Do markets punish or reward corporate social responsibility decoupling? Business & Society, 60(6), 1431–1467. https://doi.org/10.1177/0007650319898839.
50. Gupta, H., & Chaudhary, R. (2023). An analysis of volatility and risk-adjusted returns of ESG Indices in developed and emerging economies. Risks, 11(10), 182. https://doi.org/10.3390/risks11100182.
51. Hayes, A. (n. d.). What Is Greenwashing? How It Works, Examples, and Statistics / Investopedia. https://www.investopedia.com/terms/g/greenwashing.asp.
52. Heras-Saizarbitoria, I., Urbieta, L., & Boiral, O. (2022). Organizations’ engagement with sustainable development goals: From cherry-picking to SDG-washing? Corporate Social Responsibility and Environmental Management, 29(2), 316–328. https://doi.org/10.1002/csr.2202.
53. Jonsdottir, B., Sigurjonsson, T. O., Johannsdottir, L., & Wendt, S. (2022). Barriers to Using ESG Data for Investment Decisions. Sustainability, 14(9), Article 5157. https://doi.org/10.3390/su14095157.
54. Karpof , J., Litan, R., Schrand, C., & Weil, R. (2022). What ESG-Related Disclosures Should the SEC Mandate? Financial Analysts Journal, 78(2), 9–18. https://doi.org/10.10808/0015198x.2022.2044718.
55. Long, F. J., & Johnstone, S. (2023). Applying ‘Deep ESG’ to Asian private equity. Journal of Sustainable Finance & Investment, 13(2), 943–961. https://doi.org/10.1080/20430795.2021.1879562.
56. Manes Rossi, F., Nicolò, G., & Argento, D. (2020). Non-fi nancial reporting formats in public sector organizations: A structured literature review. Journal of Public Budgeting, Accounting & Financial Management, 32(4), 639–669. doi:10.1108/JPBAFM-03-2020-0037.
57. Manes Rossi, F., Nicolò, G., Tiron Tudor, A., & Zanellato, G. (2021). Drivers of integrated reporting by state-owned enterprises in Europe: A longitudinal analysis. Meditari Accountancy Research, 29(3), 586–616. https://doi.org/10.1108/MEDAR-07-2019-0532.
58. Manes Rossi, F., & Nicolò, G. (2022). Exploring sustainable development goals reporting practices: From symbolic to substantive approaches — Evidence from the energy sector. Corporate Social Responsibility and Environmental Management, 29(5), 1799–1815. https://doi.org/10.1002/csr.2328.
59. Michelon, G., & Parbonetti, A. (2012). The effect of corporate governance on sustainability disclosure. Journal of Management & Governance, 16(3), 477–509. https://doi.org/10.1007/6s10997-010-9160-3.
60. Michelon, G., Pilonato, S., & Ricceri, F. (2015). CSR reporting practices and the quality of disclosure: An empirical analysis. Critical Perspectives on Accounting, 33, 59–78. https://doi.org/10.1016/j.cpa.2014.10.003.
61. Mooij , S. (2017). The ESG Rating and Ranking Industry; Vice or Virtue in the Adoption of Responsible Investment? SSRN Electronic Journal, 75. https://doi.org/10.13140/rg.2.2.33379.76323.
62. Mulialim, C., & Madyan, M. (2023). How does ESG explain excess returns in emerging market? An Asset-Pricing Approach. Journal of Theoretical and Applied Management, 16(2), 6 280-292. https://doi.org/10.20473/jmtt.v16i2.48072.
63. Nicolò, G., Zanellato, G., Manes Rossi, F., & Tiron-Tudor, A. (2021). Corporate reporting metamorphosis: Empirical findings from state-owned enterprises. Public Money & Management, 41(2), 138–147. https://doi.org/10.1080/09540962.2020.1719633.
64. Nollet, J., Filis, G., & Mitrokostas, E. (2016). Corporate social responsibility and financial performance: A non-linear and dissaggreted approach. Economic Modelling, 52(Part B), 400– 407. https://doi.org/10.1016/j.econmod.2015.09.019.
65. O’Dwyer, B., & Unerman, J. (2020). Shifting the focus of sustainability accounting from impacts to risks and dependencies: Researching the transformative potential of TCFD reporting. Accounting, Auditing & Accountability Journal, 33(5), 1113–1141. https://doi.org/10.1108/AAAJ-02-2020-4445.
66. Pizzi, S., Caputo, A., Corvino, A., & Venturelli, A. (2020). Management research and the UN sustainable development goals (SDGs): A bibliometric investigation and systematic review. Journal of Cleaner Production, 124033. https://doi.org/10.1016/j.jclepro.2020.124033.
67. Prado-Lorenzo, J. M., & Garcia-Sanchez, I. M. (2010). The role of the board of directors in disseminating relevant information on greenhouse gases. Journal of Business Ethics, 97(3), 391–424. https://doi.org/10.1007/s10551-010-0515-0.
68. PRI Annual Report. (2020). https://www.unpri.org/annual-report-2020/.
69. Raimo, N., Vitolla, F., Nicolò, G., & Tartaglia Polcini, P. (2021). CSR disclosure as a legitimation strategy: Evidence from the football industry. Measuring Business Excellence, 25(4), 493–508. https://doi.org/10.1108/MBE-11-2020-0149.
70. Romero, S., Ruiz, S., & Fernandez-Feij oo, B. (2019). Sustainability reporting and stakeholder engagement in Spain: Diff erent instruments, diff erent quality. Business Strategy and the Environment, 28(1), 221–232. https://doi.org/10.1002/bse.2251.
71. Sadowski, M., Whitaker, K., & Buckingham, F. (2010). Rate the Raters: Phase One: Look Back and Current State. SustainAbility. London. UK.
72. Scheyvens, R., Banks, G., & Hughes, E. (2016). The private sector and the SDGs: The need to move beyond ‘business as usual’. Sustainable Development, 24(6), 371–382. https://doi.org/10.1002/sd.1623.
73. Searcy, C., & Elkhawas, D. (2012). Corporate sustainability ratings: an investigation into how corporations use the Dow Jones Sustainability Index. Journal of Cleaner Production, 35, 79–92. doi:10.1016/j.jclepro.2012.05.022.
74. Silva, S. (2021). Corporate contributions to the sustainable development goals: An empirical analysis informed by legitimacy theory. Journal of Cleaner Production, 292, Article 125962. https://doi.org/10.1016/j.jclepro.2021.125962.
75. Slacik, J., & Greiling, D. (2020). Coverage of G4-indicators in GRI-sustainability reports by electric utilities. Journal of Public Budgeting, Accounting & Financial Management, 32(3), 359–378. https://doi.org/10.1108/JPBAFM-06-2019-0100.
76. Subramaniam, N., Mori Junior, R., Akbar, S., Ji, H., & Situ, H. (2019). SDG measurement and disclosure by ASX150. https://www.unglobalcompact.org.au/new/wp-content/uploads/2019.08_SDG_Summary_Report_compressed.pdf.
77. SustainAbility Rate the Raters. (2020). Investor Survey and Interview Results, March.
78. Svanberg, J., Ardeshiri, T., Samsten, I., Öhman, P., Rana, T., & Danielson, M. (2022). Prediction of environmental controversies and development of a corporate environmental performance rating methodology. Journal of Cleaner Production, 344, Article 130979. https://doi.org/10.1016/j.jclepro.2022.130979.
79. Talbot, D., & Boiral, O. (2018). GHG reporting and impression management: An assessment of sustainability reports from the energy sector. Journal of Business Ethics, 147(2), 367–383. https://doi.org/10.1007/s10551-015-2979-4.
80. Taliento, M., Favino, C., & Netti, A. (2019). Impact of environmental, social, and governance information on economic performance: Evidence of a corporate ‘sustainability advantage’ from Europe. Sustainability, 11(6), Article 1738.
81. Tashman, P., Marano, V., & Kostova, T. (2019). Walking the walk or talking the talk? Corporate social responsibility decoupling in emerging market multinationals. Journal of International Business Studies, 50(2), 153–171. https://doi.org/10.1057/s41267-018-0171-7.
82. UNCTAD. (2023). World Investment Report 2023. UNCTAD. https://unctad.org/publication/world-investment-report-2023.
83. van Bommel, K. (2014). Towards a legitimate compromise?: An exploration of integrated reporting in The Netherlands. Accounting, Auditing & Accountability Journal, 27(7), 1157–1189. https://doi.org/10.1108/AAAJ-04-2013-1309.
84. Vitolla, F., Raimo, N., Rubino, M., & Garzoni, A. (2019). How pressure from stakeholders affects integrated reporting quality. Corporate Social Responsibility and Environmental Management, 26(6), 1591–1606. https://doi.org/10.1002/csr.1850.
85. Walker, K., & Wan, F. (2012). The Harm of Symbolic Actions and Green-Washing: Corporate Actions and Communications on Environmental Performance and Their Financial Implications. Journal of Business Ethics, 109, 227–242. https://doi.org/10.1007/s10551-011-1122-4.
86. Wang, Z., & Sarkis, J. (2017). Corporate social responsibility governance, outcomes, and financial performance. Journal of Cleaner Production, 162, 1607–1616. https://doi.org/10.1016/j.jclepro.2017.06.142.
87. Windolph, S. E. (2011). Assessing Corporate Sustainability Through Ratings: Challenges and Their Causes. Journal of Environmental Sustainability, 1(1), Article 5. https://doi.org/10.14448/jes.01.0005.
88. Zhou, G., Liu, L., & Luo, S. (2022). Sustainable development, ESG performance and company market value: Mediating effect of fi nancial performance. Business Strategy and the Environment, 31(7), 3371–3387. https://doi.org/10.1002/bse.3089.
Supplementary files
Review
For citations:
Rodchenkov M.V. Fairness of external ESG assessments: the financial foundation of non-financial reports. Lomonosov Economics Journal. 2025;60(5):247-283. (In Russ.) https://doi.org/10.55959/MSU0130-0105-6-60-5-11












